Physics – Instrumentation and Detectors
Scientific paper
2009-11-14
Nucl. Instrum. Meth. A 621 (2010) 526-533
Physics
Instrumentation and Detectors
12 pages, 10 figures, submitted to Nucl. Instrum. Meth. A
Scientific paper
10.1016/j.nima.2010.04.058
Primary vertex finding for collider experiments is studied. The efficiency
and precision of finding interaction vertices can be improved by advanced
clustering and classification methods, such as agglomerative clustering with
fast pairwise nearest neighbor search, followed by Gaussian mixture model or
k-means clustering.
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